1. Equivalence of linear canonical transform domains to fractional Fourier domains and the bicanonical width product: a generalization of the space-bandwidth product
- Author
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Haldun M. Ozaktas, Figen S. Oktem, and Haldun M. Özaktaş
- Subjects
Fast Fourier transform ,Fractional order ,Mechanics ,Space-bandwidth product ,Process signals ,Linear canonical transform ,symbols.namesake ,Optics ,Bandwidth ,Optical systems ,Number of degrees of freedom ,Phase spaces ,Integral equations ,Mathematics ,Finite intervals ,Eigenvalues and eigenfunctions ,Geometrical optics ,business.industry ,Phase space methods ,Integral transform ,Space-frequency ,Integral equation ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,Fourier transforms ,Fourier transform ,Phase space ,symbols ,Mathematical transformations ,Computer Vision and Pattern Recognition ,Fractional Fourier domains ,business ,Parallelogram ,Matrix method - Abstract
Linear canonical transforms (LCTs) form a three-parameter family of integral transforms with wide application in optics. We show that LCT domains correspond to scaled fractional Fourier domains and thus to scaled oblique axes in the space-frequency plane. This allows LCT domains to be labeled and ordered by the corresponding fractional order parameter and provides insight into the evolution of light through an optical system modeled by LCTs. If a set of signals is highly confined to finite intervals in two arbitrary LCT domains, the space-frequency (phase space) support is a parallelogram. The number of degrees of freedom of this set of signals is given by the area of this parallelogram, which is equal to the bicanonical width product but usually smaller than the conventional space-bandwidth product. The bicanonical width product, which is a generalization of the space-bandwidth product, can provide a tighter measure of the actual number of degrees of freedom, and allows us to represent and process signals with fewer samples.
- Published
- 2010